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FLAIRS
2008
15 years 10 months ago
Second-Order Risk Constraints
This paper discusses how numerically imprecise information can be modelled and how a risk evaluation process can be elaborated by integrating procedures for numerically imprecise ...
Love Ekenberg, Aron Larsson, Mats Danielson
CISST
2003
105views Hardware» more  CISST 2003»
15 years 9 months ago
Modality Conversion in Content Adaptation for Universal Multimedia Access
Modality conversion is an important part in the content adaptation process of a Universal Multimedia Access system. The decision on modality conversion is dependent on terminal/ne...
Truong Cong Thang, Yong Ju Jung, Yong Man Ro
NIPS
2001
15 years 9 months ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana
SMA
2010
ACM
223views Solid Modeling» more  SMA 2010»
15 years 7 months ago
Hyperbolic centroidal Voronoi tessellation
The centroidal Voronoi tessellation (CVT) has found versatile applications in geometric modeling, computer graphics, and visualization. In this paper, we extend the concept of the...
Guodong Rong, Miao Jin, Xiaohu Guo
ML
2006
ACM
110views Machine Learning» more  ML 2006»
15 years 7 months ago
Distribution-based aggregation for relational learning with identifier attributes
Abstract Identifier attributes--very high-dimensional categorical attributes such as particular product ids or people's names--rarely are incorporated in statistical modeling....
Claudia Perlich, Foster J. Provost